tDBN 0.1.4

:: DESCRIPTION

tDBN is Java implementation of a dynamic Bayesian network (DBN) structure learning algorithm with the same name. It can learn a network structure from a file with multivariate longitudinal observations, and has polynomial time complexity in the number of attributes and observations.

::DEVELOPER

Systems Biomedicine

:: SCREENSHOTS

N/A

:: REQUIREMENTS

• Linux / MacOs/ Windows
• Java

:: DOWNLOAD

tDBN

:: MORE INFORMATION

Citation

Sousa M, Carvalho AM.
Polynomial-Time Algorithm for Learning Optimal BFS-Consistent Dynamic Bayesian Networks.
Entropy (Basel). 2018 Apr 12;20(4):274. doi: 10.3390/e20040274. PMID: 33265365; PMCID: PMC7512791.